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This course is all about learning the different niches, ranging from macroeconomics to finance and marketing. This course talks about how you can learn the basics of matrices, probability and statistics. It focuses on ways to translate data into specific models for the processes of forecasting and decision-making. This course starts by explaining what simple regression is and a few concepts like representation, evaluation and estimation associated with it and later explaining the concept of multiple regression.
Topics Covered:
- Simple Regression: Know what simple regression is and understand what motivation, representation, estimation and evaluation work.
- Dataset: Know what datasets are related to simple regression and come across a few training exercises.
- Multiple Regression: Know what multiple regression is and come across a few statistical properties and tests necessary to understand it.
- Dataset: Know what datasets are related to multiple regression and come across a few training exercises.
- Model Specification: Learn the concept of model specification and its associated concepts of motivation, specification and evaluation.
- And Many More Topics..
Who Will Benefit?
- Students Of Statistics: Individuals who have chosen statistics and economics as their core subjects and want to brush up on a few concepts.
- Students Of Data Science: All those who want to improve their understanding of regression analysis and model selection.
- Economists And Business Analysts: Individuals who want to learn how to use statistical models to study market trends and forecast.
Why Choose This Course?
As you choose this course, you will practically learn about the concepts of statistical analysis, probability, linear algebra, regression analysis and forecasting. This course benefits you by teaching you multiple ways to translate the data into specific models and make forecasts about the same. You will also learn the basics of both simple regression and multiple regression and come across important concepts like representation, evaluation and estimation. By the end of this course, you will have hands-on skills related to different niches like macroeconomics, finance and marketing.
